DEEPFLOOD DATASET: High-Resolution Dataset for Accurate Flood Mappingand Segmentation

The DeepFlood dataset provides high-resolution georeferenced images from both manned and<br>unmanned aerial platforms, featuring detailed labels that go beyond simple binary distinctions.<br>These labels include inundated vegetation, dry vegetation, open water, and others,<br>making the dataset highly applicable for flood mapping across various landscapes. It uniquely<br>incorporates SAR imagery alongside optical and UAV images, enabling a multi-modal approach<br>to accurately delineate flooded areas.

DeepFlood数据集提供了源自载人航空平台与无人航空平台的高分辨率地理参考影像，其附带的精细标注突破了简单二元分类的局限。
这些标注涵盖淹没植被、干燥植被、开阔水域等类别，使得该数据集可广泛适用于各类地貌场景下的洪水制图任务。
该数据集的独特优势在于同时纳入了合成孔径雷达（Synthetic Aperture Radar，SAR）影像、光学影像与无人机（Unmanned Aerial Vehicle，UAV）影像，可支持多模态方法以精准勾勒洪水淹没区域。